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Showing records 21804 to 21828 of 43292. [First] Page: 1 870 871 872 873 874 875 876 877 878 Last
Modeling, Investigation, and Mitigation of AC Losses in IPM Machines with Hairpin Windings for EV Applications
Mingyu Choi, Gilsu Choi.
March 6, 2023 (v1)
Keywords: AC winding losses, bar-wound windings, electric vehicle (EV), finite element analysis (FEA), interior permanent magnet synchronous machine (IPMSM), loss per torque density (LPTD), one-dimensional (1D) analytical model.
Interior permanent magnet (IPM) machines with hairpin windings have attracted significant attention in EV applications owing to their low DC resistance and excellent thermal capabilities. In this paper, we present a comprehensive investigation of AC winding losses in IPM machines for traction applications, including analytical modeling, the influence of design parameters, and finite element (FE) verification. The proposed analytical model can predict the trends in AC winding losses for any number of bar conductors and slot/pole combinations. The results of the parametric study, obtained via the analytical model, are presented to examine the effects of key design parameters, such as conductor width and height, phase arrangement, and slot-per-pole-per-phase (SPP). To incorporate more practical issues into the analysis of IPM machines with hairpin windings, extensive FE simulations were conducted. The results indicated that the AC winding losses decrease with an increasing number of condu... [more]
Real Drive Truth Test of the Toyota Yaris Hybrid 2020 and Energy Analysis Comparison with the 2017 Model
Fabio Orecchini, Adriano Santiangeli, Fabrizio Zuccari, Adriano Alessandrini, Fabio Cignini, Fernando Ortenzi.
March 6, 2023 (v1)
Keywords: Energy Efficiency, hybrid vehicle, real drive, regenerative braking, sustainable mobility, Zero Emission Vehicle.
This paper presents the performance analysis of a latest-generation hybrid vehicle (Toyota Yaris 2020) with a testing campaign in real road conditions and a comparison with the previous model (Toyota Yaris 2017). The study was conducted by applying the Real Drive Truth Test protocol, developed by the research group, validated and spread to other full hybrid vehicles: Toyota Prius IV (2016) and Toyota Yaris 2017 (2017). In the case of the 2020 tests, the co-presence on board—deemed unsafe in the usual ways given the ongoing pandemic—was achieved through precise and sophisticated remote control. An on-board diagnostic computer, video transmission and recording equipment guarantee the virtual co-presence of a technical control room and a driver. Thus, several engineers can follow and monitor each vehicle via a 4G modem (installed in each vehicle), analysing data, route and driver behaviour in real-time, and therefore even in the presence of a single occupant in the car under test. The utm... [more]
Nonlinear Vibration Analysis of Curved Piezoelectric-Layered Nanotube Resonator
Zia Saadatnia.
March 6, 2023 (v1)
Subject: Materials
Keywords: curved nanotube, nano resonator, nonlinear vibration, piezoelectric layered.
Piezoelectric-based nano resonators are smart structures that can be used for mechanical sensors and actuators in miniature systems. In this study, the nonlinear vibration behavior of a curved piezoelectric-layered nanotube resonator was investigated. The curved structure comprises a core nanotube and a slender layer of piezoelectric material covering the inner nanotube where a harmonic voltage is applied to the piezoelectric layer. Applying the energy method and Hamiltonian principle in association with non-local theories, the governing equations of motion of the targeted system are obtained. Then, the problem is solved using the Galerkin and multiple scales methods, and the system responses under external excitation and parametric load are found. Various resonance conditions are investigated including primary and parametric resonances, and the frequency responses are obtained considering steady state motions. The effects of different parameters such as applied voltage, piezoelectric... [more]
Towards Big Data Electricity Theft Detection Based on Improved RUSBoost Classifiers in Smart Grid
Rehan Akram, Nasir Ayub, Imran Khan, Fahad R. Albogamy, Gul Rukh, Sheraz Khan, Muhammad Shiraz, Kashif Rizwan.
March 6, 2023 (v1)
Subject: Optimization
Keywords: advanced metering infrastructure, bird swarm algorithm, electricity theft, manta ray foraging optimization, RUSBoost, smart grid.
The advent of the new millennium, with the promises of the digital age and space technology, favors humankind in every perspective. The technology provides us with electric power and has infinite use in multiple electronic accessories. The electric power produced by different sources is distributed to consumers by the transmission line and grid stations. During the electric transmission from primary sources, there are various methods by which to commit energy theft. Energy theft is a universal electric problem in many countries, with a possible loss of billions of dollars for electric companies. This energy contention is deep rooted, having so many root causes and rugged solutions of a technical nature. Advanced Metering Infrastructure (AMI) is introduced with no adequate results to control and minimize electric theft. Until now, so many techniques have been applied to overcome this grave problem of electric power theft. Many researchers nowadays use machine learning algorithms, trying... [more]
An Integrated System for Simultaneous Monitoring of Traffic and Pollution Concentration—Lessons Learned for Bielsko-Biała, Poland
Krzysztof Brzozowski, Artur Ryguła, Andrzej Maczyński.
March 6, 2023 (v1)
Keywords: air quality, low-cost sensors, neural network, pollution hotspots, traffic, transit time.
The challenge of maintaining the required level of mobility and air quality in cities can be met by deploying an appropriate management system in which the immediate vicinity of roads is monitored to identify potential pollution hotspots. This paper presents an integrated low-cost system which can be used to study the impact of traffic related emission on air quality at intersections. The system was used for three months in 2017 at five locations covering intersections in the centre of a mid-sized city. Depending on the location, pollution hotspots with high PM2.5 and PM10 concentrations occurred 5−10% of the time. It was shown that despite the close mutual proximity of the locations, traffic and the immediate surroundings lead to significant variation in air quality. At locations with adverse ventilation conditions a tendency towards more frequent occurrences of moderate and sufficient air quality was observed than at other locations (even those with more traffic). Based on the result... [more]
Reburning of Animal Waste Based Biomass with Coal for NOx Reduction, Part I: Feedlot Biomass (FB) and Coal:FB Blends
Hyukjin Oh, Kalyan Annamalai, Paul G. Goughner, Ben Thien, John M. Sweeten.
March 6, 2023 (v1)
Keywords: animal wastes, cattle biomass, co-firing, combustion, NOx reduction, reburn, Renewable and Sustainable Energy.
Cattle biomass (CB or manure from cattle) is proposed as reburn fuel under slightly fuel-rich conditions. The CB includes wastes from cattle feedlots (cattle grown in feedlots to slaughter weights of 450−640 kg) termed as Feedlot Biomass (FB) and cattle wastes from dairy farms termed as Dairy Biomass (DB). NOx emissions from coal-fired power plants can be reduced by using pure CB and Coal:CB mixtures as reburn fuels (10~30% by heat) injected after the primary combustion region. Experiments with Coal:CB mixtures as reburn fuels were performed using the 30 kW burner facility. Part I deals with results from experiments using pure FB and Coal:FB blends as reburn fuels while Part II presents results on extent of NOx reduction using pure DB and Coal:DB blends as reburn fuels (RF). In the current work, results on NOx emission are presented with FB and Coal:FB blends as RF. The parametric studies include: equivalence ratio in reburn zone (ERRBZ), vitiated air, angle of reburn nozzles, presence... [more]
A Validation Roadmap of Multi-Physics Simulators of the Resonator of MW-Class CW Gyrotrons for Fusion Applications
Laura Savoldi, Konstantinos A. Avramidis, Ferran Albajar, Stefano Alberti, Alberto Leggieri, Francisco Sanchez.
March 6, 2023 (v1)
Keywords: cooling, gyrotron resonator, mini-channels, multi-physic simulation, Raschig rings, thermal-hydraulics, validation.
For a few years the multi-physics modelling of the resonance cavity (resonator) of MW-class continuous-wave gyrotrons, to be employed for electron cyclotron heating and current drive in magnetic confinement fusion machines, has gained increasing interest. The rising target power of the gyrotrons, which drives progressively higher Ohmic losses to be removed from the resonator, together with the need for limiting the resonator deformation as much as possible, has put more emphasis on the thermal-hydraulic and thermo-mechanic modeling of the cavity. To cope with that, a multi-physics simulator has been developed in recent years in a shared effort between several European institutions (the Karlsruher Institut für Technologie and Politecnico di Torino, supported by Fusion for Energy). In this paper the current status of the tool calibration and validation is addressed, aiming at highlighting where any direct or indirect comparisons with experimental data are missing and suggesting a possibl... [more]
Cooperative Control of Microgrids: A Review of Theoretical Frameworks, Applications and Recent Developments
Edward Smith, Duane Robinson, Ashish Agalgaonkar.
March 6, 2023 (v1)
Keywords: cooperative control, distributed energy resources, microgrid, multi-agent systems.
The development of cooperative control strategies for microgrids has become an area of increasing research interest in recent years, often a result of advances in other areas of control theory such as multi-agent systems and enabled by rapid advances in wireless communications technology and power electronics. Though the basic concept of cooperative action in microgrids is intuitively well-understood, a comprehensive survey of this approach with respect to its limitations and wide range of potential applications has not yet been provided. The objective of this paper is to provide a broad overview of cooperative control theory as applied to microgrids, introduce other possible applications not previously described, and discuss recent advances and open problems in this area of microgrid research.
Maximum Electrical Power Extraction from Sources by Load Matching
Sigmund Singer, Shlomi Efrati, Meir Alon, Doron Shmilovitz.
March 6, 2023 (v1)
Subject: Other
Keywords: HF power amplifier, impedance matching, loss-free resistor (LFR), maximum power transfer, POPI networks, renewable energy sources, transmission systems, wireless power transfer.
This paper describes the matching of various loads to sources (including nonlinear ones). The purpose of matching is to extract the maximum available power from the source. This has particular importance for renewable sources and energy-harvesting devices, in which unused energy is just wasted. The main innovations in this paper include (and followed by examples) simplified calculation of the matching parameter for a controllable load and matching by means of a family of power-conservative two-port networks, denoted POPI (Pin = Pout), such as transformers, gyrators, loss-free resistors (LFRs) and series LFRs (SLFRs). An additional innovation described in this paper is a new, simplified model of an HF power amplifier based on the series LFR concept. This model predicts that the efficiency of the HF power amplifier operated under the matched-mode condition can significantly exceed the 50% efficiency limit that is predicted by the conventional model. As HF power amplifiers drive antennas... [more]
Reservoir Simulation of CO2 Storage Using Compositional Flow Model for Geological Formations in Frio Field and Precaspian Basin
Aibar Kamashev, Yerlan Amanbek.
March 6, 2023 (v1)
Keywords: CO2 storage, compositional flow model, reservoir simulation.
CO2 storage is a greenhouse gas mitigation instrument for many countries. In this paper, we investigate the possibility of CO2 storage in the region of the Precaspian basin using the compositional flow model that was verified by the data of the Frio pilot project, USA. We use local grid refinement in the commercial reservoir simulator. In the reservoir simulation for data of the Frio Pilot project, we have achieved a good history matching of well pressure. Different scenarios were tested, and post-injection migration was shown for both case studies. The long-term reservoir simulation shows the potential amount of trapped CO2 by residual and dissolved trapping mechanisms in the Precaspian basin. The performed uncertainty study covered the uncertainty of the model’s parameters resulting in P10, P50 and P90 cases in terms of the amount of trapped CO2.
Advanced Control to Improve the Ramp-Rate of a Gas Turbine: Optimization of Control Schedule
Young-Kwang Park, Seong-Won Moon, Tong-Seop Kim.
March 6, 2023 (v1)
Keywords: dynamic simulation, gas turbine, Genetic Algorithm, ramp-rate, set-point schedule.
As the proportion of power generation using renewable energy increases, it is important to improve the operational flexibility of gas turbines (GTs) for the stability of power grids. Increasing the ramp-rate of GTs is a general solution. However, a higher ramp-rate increases the turbine inlet temperature (TIT), its rate of change, and the fluctuation of the frequency of produced electricity, which are negative side effects. This study proposes a method to optimize the set-point schedule for a PID controller to improve the ramp-rate while decreasing the negative impacts. The set-point schedule was optimized for a 170-MW class GT using a genetic algorithm to minimize the difference between the value of the process variable and the set-point value of the conventional control. The advanced control reduced the fluctuation of the rotation speed by 20% at the reference ramp-rates (12 MW/min and 15 MW/min). The maximum TIT decreased by 6.3 °C, and its maximum rate of change decreased from 0.7... [more]
Exploring the Factors Influencing Expansion of Nuclear Energy in Croatia
Krešimir Trontl, Mario Matijević, Dubravko Pevec, Radomir Ječmenica.
March 6, 2023 (v1)
Subject: Energy Policy
Keywords: Croatia, economy, energy policy, history, nuclear option, public opinion.
Nuclear energy is an option that enables a significant reduction of greenhouse gases emissions at the national and European Union (EU) level. However, it is also an option that is mostly influenced by public opinion and an option that has strong cross-border impact. Croatia does not consider nuclear options, but a possible future turn to nuclear might have an influence on other EU countries. The possibility for such a turn is analyzed, taking into account public opinion as well as historical and economic factors. Based on the results of a public opinion survey, it can be deduced that the Croatian public is not inclined to nuclear energy and considers it a risky option, although nuclear power plants in neighboring countries are not perceived as a high-risk threat. Trust in government as an information source is very low. Despite historical aspects that suggest scientific and expert knowledge capable of handling nuclear build, public opinion and the low economic framework indicate that a... [more]
Energy Savings and Carbon Emission Mitigation Prospective of Building’s Glazing Variety, Window-to-Wall Ratio and Wall Thickness
Saboor Shaik, Kirankumar Gorantla, Aritra Ghosh, Chelliah Arumugam, Venkata Ramana Maduru.
March 6, 2023 (v1)
Subject: Environment
Keywords: annual carbon emission mitigation, annual cooling cost-saving, energy-efficient glasses, laterite rooms, wall thickness, window-to-wall ratio.
Strategic selection of glazing, its window-to-wall ratio, and wall thickness of building reduce the energy consumption in the built environment. This paper presents the experimental results of solar optical properties of five glasses: clear, tinted bronze, tinted green, bronze reflective, and polymer dispersed liquid crystal glasses. Laterite room models were modeled with four different thicknesses and four different glasses using Design Builder, and thermal simulation tests were carried out using Energy Plus. The energy savings and carbon emission mitigation prospective of a building’s glazing variety, window-to-wall ratio (WWR), and wall thickness were investigated. The results revealed that among the five window glasses studied, the polymer dispersed liquid crystal glazing window (PDLCGW) was found to be the most energy-efficient for low heat gain in laterite rooms. The laterite room with 0.23 m wall thickness and 40% PDLCGW WWR reduced 18.9% heat gain in comparison with the laterit... [more]
Experimental Study of the Behavior of Phase Change Materials during Interrupted Phase Change Processes
Rohit Jogineedi, Kaushik Biswas, Som Shrestha.
March 6, 2023 (v1)
Subject: Materials
Keywords: heat flow meter apparatus, hysteresis, interrupted phase change, numerical models, phase change material.
This research article explores the behavior of a phase change material (PCM) when it undergoes interrupted melting and freezing, through experimental investigations using a heat flow meter apparatus. A fatty acid-based organic PCM, encapsulated within polyethylene and thin aluminum foil layers, was experimentally tested in this study. Experiments were designed to represent multiple interrupted phase change scenarios that could occur within PCMs applied in buildings. The experimental results were analyzed and compared with previously reported assumptions in numerical models dealing with PCM hysteresis and interrupted phase change processes. These comparisons indicated that the assumptions used in the different numerical models considered can capture the interrupted phase change phenomena with varying degrees of accuracy. The findings also highlighted the need for additional experimental research on different phase change processes that can occur in building applications of PCMs.
Deactivation Model Study of High Temperature H2S Wet-Desulfurization by Using ZnO
Arda Hatunoglu, Alessandro Dell’Era, Luca Del Zotto, Andrea Di Carlo, Erwin Ciro, Enrico Bocci.
March 6, 2023 (v1)
Subject: Materials
Keywords: deactivation model, desulfurization, Energy, zinc oxide sorbent.
High-temperature desulfurization techniques are fundamental for the development of reliable and efficient conversion systems of low-cost fuels and biomass that answer to the nowadays environmental and energy security issues. This is particularly true for biomass gasification coupled to SOFC systems where the sulfur content has to be minimized before being fed to the SOFC. Thus, commercially available zinc oxide has been studied and characterized as a desulfurizing agent in a fixed-bed reactor at high temperatures from 400 °C to 600 °C. The sorbent material was characterized by XRD, BET, SEM, and EDS analyses before and after adsorption. The sorbent’s sorption capacity has been evaluated at different temperatures, as well as the breakthrough curves. Moreover, the kinetic parameters as the initial sorption rate constant k0, the deactivation rate constant kd, and the activation energy have been calculated using the linearized deactivation model. The best performances have been obtained at... [more]
Progress in the Production of Biogas from Maize Silage after Acid-Heat Pretreatment
Anna Nowicka, Marcin Zieliński, Marcin Dębowski, Magda Dudek.
March 6, 2023 (v1)
Keywords: acid pretreatment, biogas, lignocellulose, methane fermentation, microwave, pretreatment.
One of the most effective technologies involving the use of lignocellulosic biomass is the production of biofuels, including methane-rich biogas. In order to increase the amount of gas produced, it is necessary to optimize the fermentation process, for example, by substrate pretreatment. The present study aimed to analyze the coupled effects of microwave radiation and the following acids: phosphoric(V) acid (H3PO4), hydrochloric acid (HCl), and sulfuric(VI) acid (H2SO4), on the destruction of a lignocellulosic complex of maize silage biomass and its susceptibility to anaerobic degradation in the methane fermentation process. The study compared the effects of plant biomass (maize silage) disintegration using microwave and conventional heating; the criterion differentiating experimental variants was the dose of acid used, i.e., 10% H3PO4, 10% HCl, and 10% H2SO4 in doses of 0.02, 0.05, 0.10, 0.20, and 0.40 g/gTS. Microwave heating caused a higher biogas production in the case of all acids... [more]
Stability Analysis of Grid-Forming MMC-HVDC Transmission Connected to Legacy Power Systems
Luís F. N. Lourenço, Filipe Perez, Alessio Iovine, Gilney Damm, Renato M. Monaro, Maurício B. C. Salles.
March 6, 2023 (v1)
Keywords: energy function stability analysis, future power system, grid-forming converter, HVDC, modular multilevel converter, power system stability, voltage source converters.
The power system is going through a change in its very foundations. More and more power converters are being integrated into the electric grid to interface renewable energy resources and in high-voltage direct-current (HVDC) transmission systems. This article presents a discussion on the stability of power systems when HVDC transmission systems based on modular multilevel converters (MMC) are connected in grid-forming (GFM) mode to the legacy power system using concepts of energy functions and Lyapunov stability theory and considering aspects of the interoperability between GFM converter technologies. As a base for the stability analysis, we review the main GFM converter technologies (droop and virtual synchronous machine), highlighting their differences. Then, we present a model using the center-of-inertia formulation for a multi-machine/multi-GFM converter power system representing a close future scenario of power systems where GFM converters might adopt different technologies. To il... [more]
Variation of White Spruce Carbon Content with Age, Height, Social Classes and Silvicultural Management
Cyriac S. Mvolo, James D. Stewart, Christopher Helmeste, Ahmed Koubaa.
March 6, 2023 (v1)
Keywords: bioenergy, carbon content, lyophilization, social class, stand density management, ultimate analyses, volatile carbon, white spruce, wood biomass, wood drying methodologies.
The accuracy and precision with which carbon amounts have been accounted for in forests have been questioned. As countries seek to comply with agreements to reduce global warming and industries seek to maximize bioenergy potential, this matter has increased international concern. White spruce (Picea glauca (Moench) Voss) stand density management trials in the Petawawa Research Forest, Ontario, Canada, were sampled to evaluate carbon concentration variation within trees and plots of differing stand density. Sample-drying methodologies were also tested to compare freeze-dried carbon (FDC) and oven-dried carbon (ODC) measurements. The average FDC was 51.80 ± 1.19%, and the corrected freeze-dried carbon content (FDCCOR) was 51.76 ± 1.33%. The average ODC was 49.10 ± 0.92%, and the average volatile carbon fraction (Cvol) was 2.67 ± 1.71%. FDC was higher than ODC (mean of the differences = 2.52) and generally more variable. ODC significantly decreased radially and longitudinally. FDC was sig... [more]
Evaluation of Thermoelectric Generators under Mismatching Conditions
Daniel Sanin-Villa, Oscar D. Monsalve-Cifuentes, Elkin E. Henao-Bravo.
March 6, 2023 (v1)
Keywords: mismatch, mismatching condition, numerical simulation, TEG, thermoelectric generator.
Due to the wide usability of thermoelectric generators (TEG) in the industry and research fields, it is plausible that mismatching conditions are present on the thermal surfaces of a TEG device, which induces negative-performance effects due to uneven surface temperature distributions. For this reason, the objective of this study is to characterize numerically the open-circuit electric output voltage of a TEG device when a mismatching condition is applied to both the cold and hot sides of the selected N and P-type semiconductor material Bi0.4Sb1.6Te3. A validated numerical simulation paired with a parametric study is conducted using the Thermal-Electric module of ANSYS 2020 R1, for which different thermal boundary and mismatching conditions are applied while considering the temperature-dependent thermoelectrical properties of the N and P-type material. The results show an inverse relationship between the open-circuit voltage and the mismatching temperature difference. When a mismatchin... [more]
Optimization of Window Design for Daylight and Thermal Comfort in Cold Climate Conditions
Tony-Andreas Arntsen, Bozena Dorota Hrynyszyn.
March 6, 2023 (v1)
Subject: Optimization
Keywords: daylight, energy optimization, IDA ICE, thermal comfort.
Window design affects the overall performance of a building. It is important to include window design during the initial stages of a project since it influences the performance of daylight and thermal comfort as well as the energy demand for heating and cooling. The Norwegian building code facilitates two alternative methods for achieving a sufficient daylight, and only guidelines for adequate indoor thermal comfort. In this study, a typical Norwegian residential building was modeled to investigate whether the criteria and methods facilitate consistent and good performance through different scenario changes and furthermore, how the national regulations compare to European standards. A better insulated and more air-tight building has usually a lower annual heating demand, with only a marginal decrease in the daylight performance when the window design is unchanged. A more air-tight construction increases the risk of overheating, even in cold climates. This study confirms that a revision... [more]
A Hybrid Optimization Algorithm for Solving of the Unit Commitment Problem Considering Uncertainty of the Load Demand
Aml Sayed, Mohamed Ebeed, Ziad M. Ali, Adel Bedair Abdel-Rahman, Mahrous Ahmed, Shady H. E. Abdel Aleem, Adel El-Shahat, Mahmoud Rihan.
March 6, 2023 (v1)
Subject: Optimization
Keywords: equilibrium optimizer, Optimization, Particle Swarm Optimization, uncertainty, unit commitment.
Unit commitment problem (UCP) is classified as a mixed-integer, large combinatorial, high-dimensional and nonlinear optimization problem. This paper suggests solving the UCP under deterministic and stochastic load demand using a hybrid technique that includes the modified particle swarm optimization (MPSO) along with equilibrium optimizer (EO), termed as MPSO-EO. The proposed approach is tested firstly on 15 benchmark test functions, and then it is implemented to solve the UCP under two test systems. The results are basically compared to that of standard EO and previously applied optimization techniques in solving the UCP. In test system 1, the load demand is deterministic. The proposed technique is in the best three solutions for the 10-unit system with cost savings of 309.95 USD over standard EO and for the 20-unit system it shows the best results over all algorithms in comparison with cost savings of 1951.5 USD over standard EO. In test system 2, the load demand is considered stocha... [more]
The Problem of Smog-Particle Removal in Large Cities—Experimental Analysis of Some Filtration Materials
Adam Ruciński, Andrzej Grzebielec, Maciej Jaworski, Rafał Laskowski, Grzegorz Niewiński, Adam Baryłka, Artur Rusowicz.
March 6, 2023 (v1)
Subject: Materials
Keywords: air purification, filtration, PM2.5, pollution measurement, smog particles.
Air pollution is a significant problem in city centers. According to public health care in Poland, there is a need for local authorities to propose good purification solutions in both outdoor and indoor conditions. The main objective of this study is the development of an appropriate filtration system for public transport, especially for buses and bus stops. Firstly, the authors justify the need for air filtration in the capital of Poland, Warsaw. The average concentration level of PM10 and PM2.5 dust particles in large Polish cities is presented. In addition, it is underlined that PM2.5 dust particles are carriers for coronavirus COVID-19 and easily inhaled by humans. In the next step, the authors introduce an experimental stand used in the examination of different filtration baffles. The filtration efficiency is defined and calculated according to experimental examinations. In these experiments, an antismog cover for air-conditioning split systems, an H13 HEPA filter and a three-stag... [more]
Gas Station Recognition Method Based on Monitoring Data of Heavy-Duty Vehicles
Yan Ding, Zhe Ji, Peng Liu, Zhiqiang Wu, Gang Li, Dingsong Cui, Yizhong Wu, Sha Xu.
March 6, 2023 (v1)
Subject: Environment
Keywords: CART algorithm, DBSCAN clustering, gas stations recognition, heavy-duty vehicles, oil quality evaluation, real-world data.
With the requirement of reduced carbon emissions and air pollution, it has become much more important to monitor the oil quality used in heavy-duty vehicles, which have more than 2/3 transportation emissions. Some gas stations may provide unqualified fuel, resulting in uncontrollable emissions, which is a big challenge for environmental protection. Based on this focus, a gas station recognition method is proposed in this paper. Combining the CART algorithm with the DBSCAN clustering algorithm, the locations of gas stations were detected and recognized. Then, the oil quality analysis of these gas stations could be effectively evaluated from oil stability and vehicle emissions. Massive real-world data operating in Tangshan, China, collected from the Heavy-duty Vehicle Remote Emission Service and Management Platform, were used to verify the accuracy and robustness of the proposed model. The results illustrated that the proposed model can not only accurately detect both the time and locati... [more]
Systematic Design and Circuit Analysis of Lightning Impulse Voltage Generation on Low-Inductance Loads
Peerawut Yutthagowith, Phattarin Kitcharoen, Anantawat Kunakorn.
March 6, 2023 (v1)
Keywords: circuit design, Glaninger’s circuit, high-voltage tests, lightning impulse voltages, low-inductance load, reactor, transformer windings.
The well-known circuit for the generation of lightning impulse voltage (LIV) on low-inductance loads was introduced by Glaninger in 1975, and the circuit component selection was proposed by Feser. However, the circuit and the approach for the component selection have some difficulties for which further adjustment is required for obtaining the waveform parameters according to the standard requirement. In this paper, an extended Glaninger’s circuit with an additional series resistor is proposed. Furthermore, a systematic design and circuit analysis of LIV generation for low-inductance loads are developed. With the help of a circuit simulator, the circuit analysis for the component selection is described. The validity of the proposed circuit was confirmed by some experimental results in comparison with the simulated ones. The proposed circuit and component selection provide not only the generation waveform according to the standard requirement but also other promising performances in term... [more]
How to Encourage Energy Savings Behaviours? The Most Effective Incentives from the Perspective of European Consumers
Sylwia Słupik, Joanna Kos-Łabędowicz, Joanna Trzęsiok.
March 6, 2023 (v1)
Keywords: behavioural energy consumer segmentation, energy consumption, Energy Efficiency, energy saving incentives, European consumers, home energy management, multivariate statistical analysis.
Ongoing climate change and increasing energy consumption are becoming a serious threat to international development efforts. To ensure a secure and sustainable future, local, national and regional authorities, as well as energy companies, need to be involved in improving energy efficiency and promoting rational energy use. The consumer is always at the centre of interest of policy and energy reduction strategies makers. It is their behaviour, motives and beliefs that can lead to optimised and economical energy management. This paper responds to the need to identify the individual preferences of energy consumers. The presented research fills an existing gap in the literature by analysing the strength of the influence of different types of instruments and external stimuli shaping pro-environmental attitudes of consumers of different behavioural types. The analysis presented in this paper is the result of the next stage of the authors’ research on energy consumers modelling, their segment... [more]
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